Dr. A. H. M. Mahbub-ul Latif
Professor
Office: 104
Phone: 8282
Email: mlatif@isrt.ac.bd
Phone: 8282
Email: mlatif@isrt.ac.bd
Education
- PhD (Goettingen), MSc (British Columbia), MSc, BSc (Dhaka)
Research Interests
- Design and analysis of experiments, medical statistics, causal inference, correlated data analysis, statistical computing, public health
- Short Curriculum Vitae (pdf)
- My homepage at Dhaka University website
Publications (peer-reviewed, selected)
Methodology papers
- “A three-state continuous time Markov chain model for HIV disease burden”. Journal of Applied Statistics, 46(9), 1671-1688, 2019. (with H. Chakraborty and A. Hossain)
- “A PRESS statistic for working correlation structure selection in generalized estimating equations”. Journal of Applied Statistics 46(4), 621-637, 2019. (with G. Inan and J. S. Preisser)
- “Optimum designs for non-linear mixed effects models in the presence of covariates”. Biometrics, 73(3), 927-937, 2017. (with B. Bogacka, S. Gilmour, and Y. Kuresh).
- “Trend of determinants of birth interval dynamics in Bangladesh”. BMC Public Health, 16:934, 2016. (with J. R. Khan and W. Bari).
- “A genetic algorithm for designing microarray experiments”. Computational Statistics, 31(2), 409-424, 2016. (with E. Brunner).
- “A determinant based criterion for working correlation structure selection in generalized estimating equations ”. Statistics in Medicine, 35(11), 1819-1833, 2016. (with A. Jaman, W. Bari, and A. Wahed).
- “Transform-both-sides nonlinear models for in vitro pharmacokinetic experiments ”. Statistical Methods in Medical Research, 24(3), 306-324, 2015. (with S. Gilmour).
- “Frailty modeling for clustered survival data: an application to birth interval in Bangladesh”. Journal of Applied Statistics 40(12), 2670-2680, 2013. (with S. Mahmood and B. Zainab)
- “Robustness considerations in selecting efficient two–color microarray designs”, Bioinformatics, 25(18), 2355-2361, 2009. (with F. Bretz and E. Brunner)
- “Model selection using modified Akaike’s Information criterion: an application to maternal morbidity data” , Austrian Journal of Statistics 37(2), 175-184, 2008. (with M. Z. Hossain and M. A. Islam)
- “Computations for the familial analysis of binary trait”. Computational Statistics, 20(3), 439-448, 2005. (with H. Joe)
Collaborative papers
- “Digitalized to reach and track: a retrospective comparison between traditional and conditional estimate of vaccination coverage and dropout rates using e-Tracker data below one-year children in Bangladesh during-COVID and pre-COVID period”. The Lancet Regional Health – Southeast Asia 16, 2023. (with A. Saha, M. Sarker, and others)
- “Birth weight reference for Japanese twins and risk factors for infant mortality: A population-based study”. PLoS ONE 17(7), e0271440, 2022. (with Y. Ishida, Y. Takemoto, and others)
- “Knowledge and practices related to COVID-19 among mothers of under-2 children and adult males: A cross-sectional study in Bangladesh”. BMJ Open 12, e059091, 2022. (with A. Talukder, M. Islam, and others)
- “Effect of Right-Lateral Versus Left-Lateral Tilt Position on Compression of the Inferior Vena Cava in Pregnant Women Determined by Magnetic Resonance Imaging”. Anesthesia & Analgesia 128(6), 1217-1222, 2019. (with N. Fujita, H. Higuchi, and others)
- “Urban‐rural and sex differentials in tuberculosis mortality in Bangladesh: results from a population‐based survey” . Tropical Medicine & International Health 24(1), 109-115, 2019. (with M. Sarker, F. Homayra, and others)
- “Identifying novel phenotypes of acute heart failure using cluster analysis of clinical variables” . International journal of cardiology 262, 57-63, 2018. (with Y. Horiuchi, S. Tanimoto, and others)
- “A Matched Case-Control Study to Identify Risk Determinants of Tuberculosis in Bangladesh”. GSTF Journal of Nursing and Health Care (JNHC) 5(1), 2018. (with M. Sarker, F. Homayra, and others)
- “Impact of fortified biscuits on micronutrient deficiencies among primary school children in Bangladesh”. PloS one 12(4), e0174673, 2017. (with A. M. Adams, R. Ahmed, and others)
- “Double trouble: prevalence and factors associated with tuberculosis and diabetes comorbidity in Bangladesh”. Plus one 11(10), e0165396, 2017. (with M. Sarker, M. Barua, and others)
- “A parametric Markov renewal model for predicting tropical cyclones in Bangladesh”. Natural Hazards, 73(2), 597-612, 2014. (with M. Asaduzzaman).
Complete list of publications:
- Google Scholar
- Scopus
- ResearchMap
- https://orcid.org/0000-0001-7838-2158
-
Web of Science (Publons): ABD-1002-2021
Software
- robustMAdesigns : R package to find good (efficient and robust) two-color microarray designs for one-factor and multi-factor microarray experiments. Details of the methods implemented in the package can be found in my PhD Thesis.
- nparLD : R package to perform non-parametric analysis of longitudinal data in factorial experiments. (with K. Noguchi, E. Brunner and others)
- geemisc : R package to calculate criteria (e.g. determinant based criterion, dbc) for selecting working correlation structure (Statistics in Medicine, 2016)
- GitHub page
- Certified RStudio tidyverse instructor
Theses
- “Efficiency and robustness issues in complex statistical designs for two-color microarray experiments”, PhD thesis, Department of Medical Statistics and Center for Statistics, University of Goettingen, Germany, 11/2005. Advisor : Dr. Edgar Brunner. [fulltext]
- “A comparison of methods for multivariate familial binary responses”, MSc thesis, Department of Statistics, University of British Columbia, Canada, 11/2001. Advisor : Dr. Harry Joe. [fulltext]
- “An extension of multistate hazards model for transitions and reverse transitions”, MSc thesis, Department of Statistics, University of Dhaka, Bangladesh, 8/1995. Advisor: Dr. M. Ataharul Islam.
Recent Talks
- “Compound criteria and breakdown numbers”, 62nd ISI World Statistics Congress, Kuala Lumpur, Malaysia, 7/2019
- “Optimum experimental designs for multiple objectives”, Institute of Statistical Research and Training (ISRT), University of Dhaka, Bangladesh, 7/2019
- “Maternal and child anemia: Evidence from Bangladesh demographic health survey 2011”, Department of Mathematics and Statistics, NUI Galway, Ireland, 2/2019
- “Use of transformed response in assessing the impact of fortified biscuits on micronutrient deficiencies”, St. Luke’s University Research Meeting, Tokyo, Japan, 3/2018
- “Optimum designs for nonlinear mixed effects models in the presence of multiple covariates”, Joint Statistical Meeting (JSM), Baltimore, USA, 7/2017
- “Comparing risks of developing diabetes complications among Japanese adults ”, St. Luke’s Academia, Tokyo, Japan, 1/2017
- “Blood glucose levels and diabetes complications ”, St. Luke’s International University, Tokyo, Japan, 9/2016
- “Transform-both-sides Michaelis-Menten models for pharmacokinetic experiments”, East West University, Dhaka, Bangladesh, 4/2015
- “A gentle introduction to survival analysis”, icddr,b, Dhaka, Bangladesh, 5/2014
- “Transform-both-sides Michaelis-Menten models for pharmacokinetic experiments”, Department of Biostatistics, University of North Carolina, NC, USA, 9/2013
- “Applications of random effects models in health sciences”, Department of Statistics, Rajshahi University, Bangladesh, 4/2012
- “Optimum designs for transform-both-sides nonlinear mixed effects model in the presence of covariates”, Isaac Newton Institute of Mathematical Sciences, University of Cambridge, United Kingdom, 8/2011
- “Design and analysis of transform-both-sides nonlinear regression models”, Queen Mary, University of London, 1/2010
- “Analysis of transform-both-sides nonlinear regression models”, Spring Research Conference, Vancouver, Canada, 5/2009
- “Analysis of transform-both-sides Michaelis-Menten model”, School of Mathematical Sciences, Queen Mary, University of London, United Kingdom, 1/2009
- “Selection of good two-color microarray designs using genetic algorithms”,Isaac Newton Institute of Mathematical Sciences, University of Cambridge, United Kingdom, 8/2008
Research Students
Below the list of students who worked with me for their MS thesis in Applied Statistics at the University of Dhaka, Bangladesh.
- 2006: Bazlur Rashid
- 2007: Ehsan Karim, Tanvir Hasan
- 2008: Sabria Khan, Shahriar Gofur, Mina Mahbub Hossain
- 2010: Mirajul Islam
- 2011: Shomoita Alam, Nazmun Mansur, Kishor Das (jointly supervised with Dr. M. Asaduzzaman), M. Kamruzzaman, Rifat Zahan
- 2012: M. Rashedul Hoque, Adullah Kafi
- 2013: M. Shaddam Hossain Bagmar, Jahidur Rahman Khan
- 2014: Ajmery Jaman
- 2015: Tuhin Sheikh, Tahmina Akter, Abdul Muyeed
- 2016: Elizabeth Sarker, Shamsia Sobhan
- 2017: Ashfia Tasnim (Jointly supervised with Ajmery Jaman)
- 2020: Ummea Tamima Zenia, Tasnim Mahi, and Samia Sultana Sanzi (Jointly supervised with Prof. M. Ataharul Islam)
- 2022: Rasel Biswas , Md. Abdul Basit , and Emama Amin
- 2023: Priom Saha and Md. Sabbir Hossain
- 2024: Tarikul Islam and Md. Niamul Islam Sium
Courses Taught
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Graduate courses
- Introduction to causal inference [2024, 2020-23]
- Analysis of longitudinal data [2015-16]
- Advanced survival analysis [2013-15, 2010, 2007]
- Statistical computing [2010-11]
- Applied multivariate analysis [2006]
-
Undergraduate courses
- Linear regression analysis [2024, 2007-08]
- Lifetime data analysis [2020-23, 2010-12, 2005-08]
- Introduction to R [2023]
- Elements of probability [2013-16]
- Programming with Fortran and C [2012, 2005-07]
- Design and analysis of experiments [2011-13]
- Epidemiology [2006-07]
Erdös number : I found my Erdös number is 4 ( MathSciNet’s Link )
Useful Links
- R4DS
- Not So Short Intro to LaTex
- R resources from Karl Broman’s page
- Foundation for Open Access Statistics
- From Professor Rosemary Bailey‘s homepage, the vision of a university is “the belief in (i) a community of scholars and not a confederacy of self-seekers; (ii) the idea of openness and not ownership; (iii) the professor as a pursuer of truth and not an entrepreneur; (iv) the student as an acolyte whose preferences are to be formed, not a consumer whose preferences are to be satisfied.”
- “The word processor is a stupid and grossly inefficient tool for preparing text for communication with others”
Professional Activities
Refereed articles for
- Journal of Royal Statistical Society, series C
- American Statistician
- Bioinfromatics
- Statistics and Computing
- Journal of Statistical Planning and Inference
- Communications in Statistics: Theory and Methods
- Journal of Applied Statistics
Professional Memberships
- Member, The American Statistical Association [2016- ]
- Member, The International Statistical Institute (ISI) [2019- ]
- Member, The International Biometric Society (IBS) [2019- ]
- Fellow, The Royal Statistical Society [2009-2015]
- Member, International Society for Computational Biology [2009-2010]
- Life member, Bangladesh Statistical Association [1996-present]